Beyond Interpolation: Extrapolative Reasoning with Reinforcement Learning and Graph Neural Networks

Niccolò Grillo, Andrea Toccaceli, Joël Mathys +3

Despite incredible progress, many neural architectures fail to properly generalize beyond their training distribution. As such, learning to reason in a correct and generalizable wa…